Redy: Remote Dynamic Memory Cache
Qizhen Zhang, Philip A. Bernstein, Daniel S. Berger, Badrish Chandramouli
摘要
Redy is a cloud service that provides high performance caches using RDMA-accessible remote memory. An application can customize the performance of each cache with a service level objective (SLO) for latency and throughput. By using remote memory, it can leverage stranded memory and spot VM instances to reduce the cost of its caches and improve data center resource utilization. Redy automatically customizes the resource configuration for the given SLO, handles the dynamics of remote memory regions, and recovers from failures. The experimental evaluation shows that Redy can deliver its promised performance and robustness under remote memory dynamics in the cloud. We augment a production key-value store, FASTER, with a Redy cache. When the working set exceeds local memory, using Redy is significantly faster than spilling to SSDs.
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引用它的顶会 Paper17
- ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMATobias Ziegler, Carsten Binnig, Viktor LeisSIGMOD 2022 · 被引用 51 次
- The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory DisaggregationRuihong Wang, Jianguo Wang, Stratos Idreos, M. Tamer Özsu 等VLDB 2023 · 被引用 49 次
- CXL and the Return of Scale-Up Database EnginesAlberto Lerner, Gustavo AlonsoVLDB 2024 · 被引用 34 次
- Using Cloud Functions as Accelerator for Elastic Data AnalyticsHaoqiong Bian, Tiannan Sha, Anastasia AilamakiSIGMOD 2023 · 被引用 18 次
- Cowbird: Freeing CPUs to Compute by Offloading the Disaggregation of MemoryXinyi Chen, Liangcheng Yu, Vincent Liu, Qizhen ZhangSIGCOMM 2023 · 被引用 15 次
它引用的顶会 Paper4
- Borg: the next generationMuhammad Tirmazi, Adam Barker, Nan Deng, Md E. Haque 等EuroSys 2020 · 被引用 323 次
- Protean: VM Allocation Service at ScaleOri Hadary, Luke Marshall, Ishai Menache, Abhisek Pan 等OSDI 2020 · 被引用 189 次
- Providing SLOs for Resource-Harvesting VMs in Cloud PlatformsPradeep Ambati, Iñigo Goiri, Felipe Vieira Frujeri, Alper Gun 等OSDI 2020 · 被引用 101 次
- Achieving High Throughput and Elasticity in a Larger-than-Memory StoreChinmay Kulkarni, Badrish Chandramouli, Ryan StutsmanVLDB 2021 · 被引用 7 次
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